全国政协委员、360集团创始人周鸿祎：建议优化推理算力布局

Core Viewpoint - The article discusses the proposals by Zhou Hongyi, founder of 360 Group, regarding reasoning computing power, intelligent agent technology, and talent development in the context of China's upcoming National People's Congress [3]. Group 1: Reasoning Computing Power - Zhou Hongyi emphasizes the exponential growth in demand for reasoning computing power in the "hundred billion intelligent agent era" following China's "hundred model battle," which has led to the development of many "international first-class" open-source models [3]. - There is a notable gap in dedicated clusters for reasoning tasks in China's computing power centers, and the optimization of supply and demand across regions is necessary [3]. - Zhou suggests the establishment of a national guidance policy for reasoning computing power layout, creating a system that combines national coordination with regional specifics based on local scene density, computing power gaps, and energy security capabilities [4]. Group 2: Specialized Reasoning Chips - The development of specialized reasoning chips is identified as a crucial direction for China's chip industry to achieve differentiation [3]. - Encouragement for the domestic development of specialized reasoning chips is highlighted, focusing on breakthroughs in high-precision, low-latency, and multi-modal chip technologies to ensure an autonomous and controllable industrial chain [4]. - The advancement of reasoning chips is seen as strategically significant, as it can reduce cloud costs and support private deployment and edge intelligent hardware applications [4]. Group 3: Talent and Technology Empowerment - Zhou advocates for a dual empowerment strategy for technology and talent to accelerate the application of intelligent agents in the industry [4]. - In terms of intelligent agent security, there is a recommendation to promote the scenario-based application of secure intelligent agents and support the ecological innovation of security technologies [4].